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iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training.

Weijian ChenShuibing HeYaowen XuXuechen ZhangSiling YangShuang HuXian-He SunGang Chen
Published in: HPCA (2023)
Keyphrases
  • importance sampling
  • upper bound
  • training data
  • probabilistic model
  • kalman filter
  • three dimensional
  • reinforcement learning
  • dynamic programming
  • higher order
  • simulated annealing
  • markov chain
  • monte carlo